Evaluating Deep Learning Methods For Classifying Bugs

Abstract

Software maintenance is a crucial part of software development, especially now more than ever. Without proper maintenance, software can become outdated and unreliable. and vulnerable to security threats, which can have serious consequences for users and organisations that rely on it. But as the software projects become larger, it becomes It is the responsibility of the managers to assign the bugs to the developers so that the developers can use their time efficiently in resolving those bugs. But the capacity of Managers’ ability to analyse each and every bug report and assign it to the appropriate developer is being out- paced by the shear number of bug reports, leading to slow progress. Its impossible for developers or managers to be able to understand hundreds of reports a week, let alone being able to have a good idea of each and every developer in the team to be able to appropriately assign the bugs to them.